Explicit model predictive control for reduction of wind turbine structural loads
In many instances it is desirable for wind turbine to produce less power than is available in the wind. In such instances, one can balance between the strictness of the wind turbine power reference following and the reduction of the wind turbine structural loading. This paper investigates how wind t...
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creator | Spudic, V. Jelavic, M. Baotic, M. |
description | In many instances it is desirable for wind turbine to produce less power than is available in the wind. In such instances, one can balance between the strictness of the wind turbine power reference following and the reduction of the wind turbine structural loading. This paper investigates how wind turbine structural loads may be reduced through appropriate changes (i.e., small deviations) in wind turbine power references. An explicit model predictive controller - a closed form, parametric solution to the optimal control problem - is designed for the problem at hand. The extensive, realistic simulations have shown that the optimal controllers, which allow variation of the wind turbine power references, significantly reduce structural loads and fatigue. |
doi_str_mv | 10.1109/CDC.2012.6426490 |
format | Conference Proceeding |
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In such instances, one can balance between the strictness of the wind turbine power reference following and the reduction of the wind turbine structural loading. This paper investigates how wind turbine structural loads may be reduced through appropriate changes (i.e., small deviations) in wind turbine power references. An explicit model predictive controller - a closed form, parametric solution to the optimal control problem - is designed for the problem at hand. The extensive, realistic simulations have shown that the optimal controllers, which allow variation of the wind turbine power references, significantly reduce structural loads and fatigue.</description><identifier>ISSN: 0191-2216</identifier><identifier>ISBN: 9781467320658</identifier><identifier>ISBN: 146732065X</identifier><identifier>EISBN: 1467320633</identifier><identifier>EISBN: 1467320668</identifier><identifier>EISBN: 9781467320634</identifier><identifier>EISBN: 9781467320665</identifier><identifier>EISBN: 9781467320641</identifier><identifier>EISBN: 1467320641</identifier><identifier>DOI: 10.1109/CDC.2012.6426490</identifier><language>eng</language><publisher>IEEE</publisher><subject>Computational modeling ; Generators ; Load modeling ; Poles and towers ; Production ; Wind speed ; Wind turbines</subject><ispartof>2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 2012, p.1721-1726</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/6426490$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,777,781,786,787,2052,27906,54901</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/6426490$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Spudic, V.</creatorcontrib><creatorcontrib>Jelavic, M.</creatorcontrib><creatorcontrib>Baotic, M.</creatorcontrib><title>Explicit model predictive control for reduction of wind turbine structural loads</title><title>2012 IEEE 51st IEEE Conference on Decision and Control (CDC)</title><addtitle>CDC</addtitle><description>In many instances it is desirable for wind turbine to produce less power than is available in the wind. In such instances, one can balance between the strictness of the wind turbine power reference following and the reduction of the wind turbine structural loading. This paper investigates how wind turbine structural loads may be reduced through appropriate changes (i.e., small deviations) in wind turbine power references. An explicit model predictive controller - a closed form, parametric solution to the optimal control problem - is designed for the problem at hand. The extensive, realistic simulations have shown that the optimal controllers, which allow variation of the wind turbine power references, significantly reduce structural loads and fatigue.</description><subject>Computational modeling</subject><subject>Generators</subject><subject>Load modeling</subject><subject>Poles and towers</subject><subject>Production</subject><subject>Wind speed</subject><subject>Wind turbines</subject><issn>0191-2216</issn><isbn>9781467320658</isbn><isbn>146732065X</isbn><isbn>1467320633</isbn><isbn>1467320668</isbn><isbn>9781467320634</isbn><isbn>9781467320665</isbn><isbn>9781467320641</isbn><isbn>1467320641</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2012</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNo1kE1LxDAYhCMquLvuXfCSP9CavEnfJEepuyos6EHPS9KkEOk2Je368e8tuJ6GeQYGZgi54azknJm7-qEugXEoUQJKw87IkktUAhgKcU7WRul_X-kLsmDc8AKA4xVZjuMHY0wzxAV53XwPXWziRA_Jh44OOfjYTPEz0Cb1U04dbVOmMz3ONPU0tfQr9p5Ox-xiH-g45Tk5ZtvRLlk_XpPL1nZjWJ90Rd63m7f6qdi9PD7X97siclVNhXPQcGtdcEazIFuvDbYKA0jTgtBe-QqUE0GDQYug0Qkt5w0KrDYWpViR27_eGELYDzkebP7Zn94QvxIbUaw</recordid><startdate>201212</startdate><enddate>201212</enddate><creator>Spudic, V.</creator><creator>Jelavic, M.</creator><creator>Baotic, M.</creator><general>IEEE</general><scope>6IE</scope><scope>6IH</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIO</scope></search><sort><creationdate>201212</creationdate><title>Explicit model predictive control for reduction of wind turbine structural loads</title><author>Spudic, V. ; Jelavic, M. ; Baotic, M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-bb2c1aabeb980e4fd896f76e249f238d7d527b3e8296a6286b38419172a89a643</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Computational modeling</topic><topic>Generators</topic><topic>Load modeling</topic><topic>Poles and towers</topic><topic>Production</topic><topic>Wind speed</topic><topic>Wind turbines</topic><toplevel>online_resources</toplevel><creatorcontrib>Spudic, V.</creatorcontrib><creatorcontrib>Jelavic, M.</creatorcontrib><creatorcontrib>Baotic, M.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Spudic, V.</au><au>Jelavic, M.</au><au>Baotic, M.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Explicit model predictive control for reduction of wind turbine structural loads</atitle><btitle>2012 IEEE 51st IEEE Conference on Decision and Control (CDC)</btitle><stitle>CDC</stitle><date>2012-12</date><risdate>2012</risdate><spage>1721</spage><epage>1726</epage><pages>1721-1726</pages><issn>0191-2216</issn><isbn>9781467320658</isbn><isbn>146732065X</isbn><eisbn>1467320633</eisbn><eisbn>1467320668</eisbn><eisbn>9781467320634</eisbn><eisbn>9781467320665</eisbn><eisbn>9781467320641</eisbn><eisbn>1467320641</eisbn><abstract>In many instances it is desirable for wind turbine to produce less power than is available in the wind. In such instances, one can balance between the strictness of the wind turbine power reference following and the reduction of the wind turbine structural loading. This paper investigates how wind turbine structural loads may be reduced through appropriate changes (i.e., small deviations) in wind turbine power references. An explicit model predictive controller - a closed form, parametric solution to the optimal control problem - is designed for the problem at hand. The extensive, realistic simulations have shown that the optimal controllers, which allow variation of the wind turbine power references, significantly reduce structural loads and fatigue.</abstract><pub>IEEE</pub><doi>10.1109/CDC.2012.6426490</doi><tpages>6</tpages></addata></record> |
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ispartof | 2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 2012, p.1721-1726 |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Computational modeling Generators Load modeling Poles and towers Production Wind speed Wind turbines |
title | Explicit model predictive control for reduction of wind turbine structural loads |
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